Translation Errors Significantly Impact Low-Resource Languages in Cross-Lingual Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Agrawal, Ashish Sunil, Fazili, Barah, Jyothi, Preethi |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Boosting Zero-Shot Crosslingual Performance using LLM-Based Augmentations with Effective Data Selection
by: Fazili, Barah, et al.
Published: (2024)
by: Fazili, Barah, et al.
Published: (2024)
XITE: Cross-lingual Interpolation for Transfer using Embeddings
by: Fazili, Barah, et al.
Published: (2026)
by: Fazili, Barah, et al.
Published: (2026)
Enhancing Multilingual Embeddings via Multi-Way Parallel Text Alignment
by: Fazili, Barah, et al.
Published: (2026)
by: Fazili, Barah, et al.
Published: (2026)
Evaluating Extremely Low-Resource Machine Translation: A Comparative Study of ChrF++ and BLEU Metrics
by: Kumar, Sanjeev, et al.
Published: (2026)
by: Kumar, Sanjeev, et al.
Published: (2026)
Language-specific Neurons Do Not Facilitate Cross-Lingual Transfer
by: Mondal, Soumen Kumar, et al.
Published: (2025)
by: Mondal, Soumen Kumar, et al.
Published: (2025)
DeFTX: Denoised Sparse Fine-Tuning for Zero-Shot Cross-Lingual Transfer
by: Simon, Sona Elza, et al.
Published: (2025)
by: Simon, Sona Elza, et al.
Published: (2025)
GenSco: Can Question Decomposition based Passage Alignment improve Question Answering?
by: Fazili, Barah, et al.
Published: (2024)
by: Fazili, Barah, et al.
Published: (2024)
To Translate or Not to Translate: A Systematic Investigation of Translation-Based Cross-Lingual Transfer to Low-Resource Languages
by: Ebing, Benedikt, et al.
Published: (2023)
by: Ebing, Benedikt, et al.
Published: (2023)
Zero-Shot Cross-Lingual Transfer using Prefix-Based Adaptation
by: A, Snegha, et al.
Published: (2025)
by: A, Snegha, et al.
Published: (2025)
Cross-Lingual Transfer for Low-Resource Natural Language Processing
by: García-Ferrero, Iker
Published: (2025)
by: García-Ferrero, Iker
Published: (2025)
CoSTA: Code-Switched Speech Translation using Aligned Speech-Text Interleaving
by: Shankar, Bhavani, et al.
Published: (2024)
by: Shankar, Bhavani, et al.
Published: (2024)
Low-Resource Cross-Lingual Summarization through Few-Shot Learning with Large Language Models
by: Park, Gyutae, et al.
Published: (2024)
by: Park, Gyutae, et al.
Published: (2024)
UniBridge: A Unified Approach to Cross-Lingual Transfer Learning for Low-Resource Languages
by: Pham, Trinh, et al.
Published: (2024)
by: Pham, Trinh, et al.
Published: (2024)
Cross-Lingual Transfer Learning for Speech Translation
by: Ma, Rao, et al.
Published: (2024)
by: Ma, Rao, et al.
Published: (2024)
Cross-Lingual Knowledge Distillation for Answer Sentence Selection in Low-Resource Languages
by: Gupta, Shivanshu, et al.
Published: (2023)
by: Gupta, Shivanshu, et al.
Published: (2023)
SALSA: Speedy ASR-LLM Synchronous Aggregation
by: Mittal, Ashish, et al.
Published: (2024)
by: Mittal, Ashish, et al.
Published: (2024)
Cross-Lingual Activation Steering for Multilingual Language Models
by: Pokharel, Rhitabrat, et al.
Published: (2026)
by: Pokharel, Rhitabrat, et al.
Published: (2026)
LASER: An LLM-based ASR Scoring and Evaluation Rubric
by: Parulekar, Amruta, et al.
Published: (2025)
by: Parulekar, Amruta, et al.
Published: (2025)
TaCo: Enhancing Cross-Lingual Transfer for Low-Resource Languages in LLMs through Translation-Assisted Chain-of-Thought Processes
by: Upadhayay, Bibek, et al.
Published: (2023)
by: Upadhayay, Bibek, et al.
Published: (2023)
Linguistic Entity Masking to Improve Cross-Lingual Representation of Multilingual Language Models for Low-Resource Languages
by: Fernando, Aloka, et al.
Published: (2025)
by: Fernando, Aloka, et al.
Published: (2025)
Left Behind: Cross-Lingual Transfer as a Bridge for Low-Resource Languages in Large Language Models
by: Beibitkhan, Abdul-Salem
Published: (2026)
by: Beibitkhan, Abdul-Salem
Published: (2026)
LEVOS: Leveraging Vocabulary Overlap with Sanskrit to Generate Technical Lexicons in Indian Languages
by: J, Karthika N, et al.
Published: (2024)
by: J, Karthika N, et al.
Published: (2024)
CUTE: A Multilingual Dataset for Enhancing Cross-Lingual Knowledge Transfer in Low-Resource Languages
by: Zhuang, Wenhao, et al.
Published: (2025)
by: Zhuang, Wenhao, et al.
Published: (2025)
Efficient ASR for Low-Resource Languages: Leveraging Cross-Lingual Unlabeled Data
by: Bandarupalli, Srihari, et al.
Published: (2025)
by: Bandarupalli, Srihari, et al.
Published: (2025)
DICTDIS: Dictionary Constrained Disambiguation for Improved NMT
by: Maheshwari, Ayush, et al.
Published: (2022)
by: Maheshwari, Ayush, et al.
Published: (2022)
Text Detoxification in isiXhosa and Yorùbá: A Cross-Lingual Machine Learning Approach for Low-Resource African Languages
by: Agbeyangi, Abayomi O.
Published: (2026)
by: Agbeyangi, Abayomi O.
Published: (2026)
A Data Selection Approach for Enhancing Low Resource Machine Translation Using Cross-Lingual Sentence Representations
by: Kowtal, Nidhi, et al.
Published: (2024)
by: Kowtal, Nidhi, et al.
Published: (2024)
Zero-Shot Cross-Lingual NER Using Phonemic Representations for Low-Resource Languages
by: Sohn, Jimin, et al.
Published: (2024)
by: Sohn, Jimin, et al.
Published: (2024)
SSP: Self-Supervised Prompting for Cross-Lingual Transfer to Low-Resource Languages using Large Language Models
by: Rathore, Vipul, et al.
Published: (2024)
by: Rathore, Vipul, et al.
Published: (2024)
The Impact of Language Adapters in Cross-Lingual Transfer for NLU
by: Kunz, Jenny, et al.
Published: (2024)
by: Kunz, Jenny, et al.
Published: (2024)
Cross-Lingual Transfer from Related Languages: Treating Low-Resource Maltese as Multilingual Code-Switching
by: Micallef, Kurt, et al.
Published: (2024)
by: Micallef, Kurt, et al.
Published: (2024)
Speech-to-Text Translation with Phoneme-Augmented CoT: Enhancing Cross-Lingual Transfer in Low-Resource Scenarios
by: Gállego, Gerard I., et al.
Published: (2025)
by: Gállego, Gerard I., et al.
Published: (2025)
Dialect Matters: Cross-Lingual ASR Transfer for Low-Resource Indic Language Varieties
by: Dhasmana, Akriti, et al.
Published: (2026)
by: Dhasmana, Akriti, et al.
Published: (2026)
Testing Cross-Lingual Text Comprehension In LLMs Using Next Sentence Prediction
by: Chavan, Ritesh Sunil, et al.
Published: (2025)
by: Chavan, Ritesh Sunil, et al.
Published: (2025)
Enhancing NER Performance in Low-Resource Pakistani Languages using Cross-Lingual Data Augmentation
by: Ehsan, Toqeer, et al.
Published: (2025)
by: Ehsan, Toqeer, et al.
Published: (2025)
Dictionaries to the Rescue: Cross-Lingual Vocabulary Transfer for Low-Resource Languages Using Bilingual Dictionaries
by: Sakajo, Haruki, et al.
Published: (2025)
by: Sakajo, Haruki, et al.
Published: (2025)
Cross-Lingual Transfer Robustness to Lower-Resource Languages on Adversarial Datasets
by: Manafi, Shadi, et al.
Published: (2024)
by: Manafi, Shadi, et al.
Published: (2024)
Cross-Lingual Transfer for Natural Language Inference via Multilingual Prompt Translator
by: Qiu, Xiaoyu, et al.
Published: (2024)
by: Qiu, Xiaoyu, et al.
Published: (2024)
Translate, then Detect: Leveraging Machine Translation for Cross-Lingual Toxicity Classification
by: Bell, Samuel J., et al.
Published: (2025)
by: Bell, Samuel J., et al.
Published: (2025)
Parameter-efficient Adaptation of Multilingual Multimodal Models for Low-resource ASR
by: Gupta, Abhishek, et al.
Published: (2024)
by: Gupta, Abhishek, et al.
Published: (2024)
Similar Items
-
Boosting Zero-Shot Crosslingual Performance using LLM-Based Augmentations with Effective Data Selection
by: Fazili, Barah, et al.
Published: (2024) -
XITE: Cross-lingual Interpolation for Transfer using Embeddings
by: Fazili, Barah, et al.
Published: (2026) -
Enhancing Multilingual Embeddings via Multi-Way Parallel Text Alignment
by: Fazili, Barah, et al.
Published: (2026) -
Evaluating Extremely Low-Resource Machine Translation: A Comparative Study of ChrF++ and BLEU Metrics
by: Kumar, Sanjeev, et al.
Published: (2026) -
Language-specific Neurons Do Not Facilitate Cross-Lingual Transfer
by: Mondal, Soumen Kumar, et al.
Published: (2025)